The bodies of a man and woman, suspected to be in their mid-20s, were found on the railway tracks near Ghatkesar railway station on Friday.
Police could not gather any details from the scene. It was suspected to be a case of suicide though no note was found.
According to the Government Railway Police, the incident was reported by a loco pilot at around 9.30 a.m.
The bodies were shifted to Gandhi Hospital. A probe was opened.
(Roshni - suicide prevention helpline, 040 6620 2000).